Kobi Gal

Orcid: 0000-0001-7187-8572

Affiliations:
  • University of Edinburgh, School of Informatics, UK
  • Ben-Gurion University of the Negev, Department of Information Systems Engineering, Israel
  • Harvard University, School of Engineering and Applied Sciences, Cambridge, MA, USA


According to our database1, Kobi Gal authored at least 149 papers between 2002 and 2024.

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Bibliography

2024
Beyond the echo chamber: modelling open-mindedness in citizens' assemblies.
Auton. Agents Multi Agent Syst., December, 2024

A New Heuristic Algorithm for Balanced Deliberation Groups.
CoRR, 2024

Education Challenges Among Early Career Researchers in Medical Informatics.
Proceedings of the Digital Health and Informatics Innovations for Sustainable Health Care Systems, 2024

Self-Reported Learning Strategies and Preferences in Health Informatics.
Proceedings of the Digital Health and Informatics Innovations for Sustainable Health Care Systems, 2024

Improving Model Fairness with Time-Augmented Bayesian Knowledge Tracing.
Proceedings of the 14th Learning Analytics and Knowledge Conference, 2024

2023
Personalization in Graphically Rich E-Learning Environments for K-6 Mathematics.
IEEE Trans. Learn. Technol., June, 2023

Participatory Budgeting Design for the Real World.
CoRR, 2023

Personalizing Interventions with Diversity Aware Bandits (Short Paper).
Proceedings of the Workshops at the Second International Conference on Hybrid Human-Artificial Intelligence co-located with (HHAI 2023), 2023

Predicting Bug Fix Time in Students' Programming with Deep Language Models.
Proceedings of the 16th International Conference on Educational Data Mining, 2023

Early Prediction of Student Performance in a Health Data Science MOOC.
Proceedings of the 16th International Conference on Educational Data Mining, 2023

Sequencing Educational Content Using Diversity Aware Bandits.
Proceedings of the 16th International Conference on Educational Data Mining, 2023

Online Evaluation of Tail Project Boosting in Citizen Science.
Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

Combining Psychological Theory with Language Models for Suicide Risk Detection.
Proceedings of the Findings of the Association for Computational Linguistics: EACL 2023, 2023

The Road Not Taken: Preempting Dropout in MOOCs.
Proceedings of the Artificial Intelligence in Education - 24th International Conference, 2023

Participatory Budgeting Designs for the Real World.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Now We're Talking: Better Deliberation Groups through Submodular Optimization.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Spotlights: Designs for Directing Learners' Attention in a Large-Scale Social Annotation Platform.
Proc. ACM Hum. Comput. Interact., 2022

The phantom steering effect in Q&A websites.
Knowl. Inf. Syst., 2022

Mapping Citizen Science through the Lens of Human-Centered AI.
Hum. Comput., 2022

Generating Recommendations with Post-Hoc Explanations for Citizen Science.
Proceedings of the UMAP '22: 30th ACM Conference on User Modeling, Adaptation and Personalization, Barcelona, Spain, July 4, 2022

Discovering Students' Learning Strategies in a Visual Programming MOOC Through Process Mining Techniques.
Proceedings of the Process Mining Workshops, 2022

Addressing Popularity Bias in Citizen Science.
Proceedings of the GoodIT 2022: ACM International Conference on Information Technology for Social Good, Limassol, Cyprus, September 7, 2022

A new Workflow for Human-AI Collaboration in Citizen Science.
Proceedings of the GoodIT 2022: ACM International Conference on Information Technology for Social Good, Limassol, Cyprus, September 7, 2022

#lets-discuss: Analyzing Student Affect in Course Forums Using Emoji.
Proceedings of the 15th International Conference on Educational Data Mining, 2022

Optimizing Representations and Policies for Question Sequencing using Reinforcement Learning.
Proceedings of the 15th International Conference on Educational Data Mining, 2022

Detecting Suicide Risk in Online Counseling Services: A Study in a Low-Resource Language.
Proceedings of the 29th International Conference on Computational Linguistics, 2022

Welfare vs. Representation in Participatory Budgeting.
Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems, 2022

MultiplexNet: Towards Fully Satisfied Logical Constraints in Neural Networks.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Automatic Creativity Measurement in Scratch Programs Across Modalities.
IEEE Trans. Learn. Technol., 2021

New Methods for Confusion Detection in Course Forums: Student, Teacher, and Machine.
IEEE Trans. Learn. Technol., 2021

Supervisor-Worker Problems with an Application in Education.
Sensors, 2021

One size does not fit all: A study of badge behavior in stack overflow.
J. Assoc. Inf. Sci. Technol., 2021

Comparing Plan Recognition Algorithms Through Standard Plan Libraries.
Frontiers Artif. Intell., 2021

Proportional Participatory Budgeting with Substitute Projects.
CoRR, 2021

Revisiting Citizen Science Through the Lens of Hybrid Intelligence.
CoRR, 2021

Seeding Course Forums using the Teacher-in-the-Loop.
Proceedings of the LAK'21: 11th International Learning Analytics and Knowledge Conference, 2021

Modeling Creativity in Visual Programming: From Theory to Practice.
Proceedings of the 14th International Conference on Educational Data Mining, 2021

Intelligent Recommendations for Citizen Science.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Improving the Performance-Compatibility Tradeoff with Personalized Objective Functions.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Modeling Engagement in Self-Directed Learning Systems Using Principal Component Analysis.
IEEE Trans. Learn. Technol., 2020

Human-computer Coalition Formation in Weighted Voting Games.
ACM Trans. Intell. Syst. Technol., 2020

In the Eye of the Beholder? Detecting Creativity in Visual Programming Environments.
CoRR, 2020

Personalization in Human-AI Teams: Improving the Compatibility-Accuracy Tradeoff.
CoRR, 2020

The Goal-Gradient Hypothesis in Stack Overflow.
CoRR, 2020

Strategic voting in the lab: compromise and leader bias behavior.
Auton. Agents Multi Agent Syst., 2020

Best Practices for Transparency in Machine Generated Personalization.
Proceedings of the Adjunct Publication of the 28th ACM Conference on User Modeling, 2020

Intelligent Recommendations for Citizen Science.
Proceedings of the Workshops on Recommendation in Complex Scenarios and the Impact of Recommender Systems co-located with 14th ACM Conference on Recommender Systems (RecSys 2020), 2020

Inferring Creativity in Visual Programming Environments.
Proceedings of the L@S'20: Seventh ACM Conference on Learning @ Scale, 2020

#Confused and beyond: detecting confusion in course forums using students' hashtags.
Proceedings of the LAK '20: 10th International Conference on Learning Analytics and Knowledge, 2020

Interpretable Models for Understanding Immersive Simulations.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Deep Embeddings of Contextual Assessment Data for Improving Performance Prediction.
Proceedings of the 13th International Conference on Educational Data Mining, 2020

Threshold Task Games: Theory, Platform and Experiments.
Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020

2019
Goal and Plan Recognition Design for Plan Libraries.
ACM Trans. Intell. Syst. Technol., 2019

Strategy Generation for Multiunit Real-Time Games via Voting.
IEEE Trans. Games, 2019

A difficulty ranking approach to personalization in E-learning.
Int. J. Hum. Comput. Stud., 2019

EduBERT: Pretrained Deep Language Models for Learning Analytics.
CoRR, 2019

Interpretable Models of Human Interaction in Immersive Simulation Settings.
CoRR, 2019

Modeling Peoples Voting Behavior with Poll Information.
CoRR, 2019

Corrigendum to "Sequential plan recognition: An iterative approach to disambiguating between hypotheses" [Artif. Intell. 260 (2018) 51-73].
Artif. Intell., 2019

One Size Does Not Fit All: Badge Behavior in Q&A Sites.
Proceedings of the 27th ACM Conference on User Modeling, Adaptation and Personalization, 2019

Detecting Creativity in an Open Ended Geometry Environment.
Proceedings of the 12th International Conference on Educational Data Mining, 2019

Teacher vs. Algorithm: Double-blind experiment of content sequencing in mathematics.
Proceedings of the 12th International Conference on Educational Data Mining, 2019

New Goal Recognition Algorithms Using Attack Graphs.
Proceedings of the Cyber Security Cryptography and Machine Learning, 2019

Modeling People's Voting Behavior with Poll Information.
Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, 2019

2018
Procedural Generation of Game Maps With Human-in-the-Loop Algorithms.
IEEE Trans. Games, 2018

Orchestrating the emergence of conceptual learning: a case study in a geometry class.
Int. J. Comput. Support. Collab. Learn., 2018

Predicting Strategic Voting Behavior with Poll Information.
CoRR, 2018

Which is the fairest (rent division) of them all?
Commun. ACM, 2018

Sequential plan recognition: An iterative approach to disambiguating between hypotheses.
Artif. Intell., 2018

Classifying and visualizing students' cognitive engagement in course readings.
Proceedings of the Fifth Annual ACM Conference on Learning at Scale, 2018

Orchestration tools for teachers in the context of individual and collaborative learning: what information do teachers need and what do they do with it?
Proceedings of the Rethinking learning in the digital age: Making the Learning Sciences count, 2018

Modeling the Effects of Students' Interactions with Immersive Simulations using Markov Switching Systems.
Proceedings of the 11th International Conference on Educational Data Mining, 2018

Combining Difficulty Ranking with Multi-Armed Bandits to Sequence Educational Content.
Proceedings of the Artificial Intelligence in Education - 19th International Conference, 2018

Optimizing Interventions via Offline Policy Evaluation: Studies in Citizen Science.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Comparing Plan Recognition Algorithms through Standard Libraries.
Proceedings of the Workshops of the The Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
CRADLE: An Online Plan Recognition Algorithm for Exploratory Domains.
ACM Trans. Intell. Syst. Technol., 2017

Decision-making and opinion formation in simple networks.
Knowl. Inf. Syst., 2017

Session Analysis using Plan Recognition.
CoRR, 2017

Human-computer negotiation in a three player market setting.
Artif. Intell., 2017

How to Form Winning Coalitions in Mixed Human-Computer Settings.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Which is the Fairest (Rent Division) of Them All? [Extended Abstract].
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Keeping the Teacher in the Loop: Technologies for Monitoring Group Learning in Real-Time.
Proceedings of the Artificial Intelligence in Education - 18th International Conference, 2017

Plan Recognition Design.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Behavioral Study of Users When Interacting with Active Honeytokens.
ACM Trans. Inf. Syst. Secur., 2016

Algorithm selection in bilateral negotiation.
Auton. Agents Multi Agent Syst., 2016

Strategic advice provision in repeated human-agent interactions.
Auton. Agents Multi Agent Syst., 2016

Sequencing educational content in classrooms using Bayesian knowledge tracing.
Proceedings of the Sixth International Conference on Learning Analytics & Knowledge, 2016

Intervention Strategies for Increasing Engagement in Crowdsourcing: Platform, Predictions, and Experiments.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Sequential Plan Recognition.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

SLIM: Semi-Lazy Inference Mechanism for Plan Recognition.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Sequential Plan Recognition: (Extended Abstract).
Proceedings of the 2016 International Conference on Autonomous Agents & Multiagent Systems, 2016

2015
The Fourth Automated Negotiation Competition.
Proceedings of the Next Frontier in Agent-Based Complex Automated Negotiation, 2015

Metastrategies in Large-Scale Bargaining Settings.
ACM Trans. Intell. Syst. Technol., 2015

Plan Recognition for Exploratory Learning Environments Using Interleaved Temporal Search.
AI Mag., 2015

A study of computational and human strategies in revelation games.
Auton. Agents Multi Agent Syst., 2015

Improving Productivity in Citizen Science through Controlled Intervention.
Proceedings of the 24th International Conference on World Wide Web Companion, 2015

Human computation for procedural content generation in platform games.
Proceedings of the 2015 IEEE Conference on Computational Intelligence and Games, 2015

A Study of Human Behavior in Online Voting.
Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems, 2015

2014
The Simple-Meta Agent.
Proceedings of the Novel Insights in Agent-based Complex Automated Negotiation, 2014

Training with automated agents improves people's behavior in negotiation and coordination tasks.
Decis. Support Syst., 2014

A New Paradigm for the Study of Corruption in Different Cultures.
Proceedings of the Social Computing, Behavioral-Cultural Modeling and Prediction, 2014

Visualizing expert solutions in exploratory learning environments using plan recognition.
Proceedings of the 19th International Conference on Intelligent User Interfaces, 2014

EduRank: A Collaborative Filtering Approach to Personalization in E-learning.
Proceedings of the 7th International Conference on Educational Data Mining, 2014

On-Line Plan Recognition in Exploratory Learning Environments.
Proceedings of the Workshops held at Educational Data Mining 2014, 2014

Human-Computer Negotiation in Three-Player Market Settings.
Proceedings of the ECAI 2014 - 21st European Conference on Artificial Intelligence, 18-22 August 2014, Prague, Czech Republic, 2014

Advice Provision for Choice Selection Processes with Ranked Options.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013
BRAM Agent.
Proceedings of the Complex Automated Negotiations: Theories, 2013

Plan Recognition and Visualization in Exploratory Learning Environments.
ACM Trans. Interact. Intell. Syst., 2013

Efficiently gathering information in costly domains.
Decis. Support Syst., 2013

Modeling information exchange opportunities for effective human-computer teamwork.
Artif. Intell., 2013

On the Verification Complexity of Group Decision-Making Tasks.
Proceedings of the First AAAI Conference on Human Computation and Crowdsourcing, 2013

An agent design for repeated negotiation and information revelation with people: Extended Abstract.
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2013

Plan Recognition for ELEs Using Interleaved Temporal Search.
Proceedings of the Artificial Intelligence in Education - 16th International Conference, 2013

Interactive Event Visualization of Students' Activities Using ELEs.
Proceedings of the Artificial Intelligence in Education - 16th International Conference, 2013

Plan Recognition for Exploratory Domains Using Interleaved Temporal Search.
Proceedings of the Plan, 2013

An Agent Design for Repeated Negotiation and Information Revelation with People.
Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013

Social Rankings in Human-Computer Committees.
Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013

2012
Human-agent teamwork in dynamic environments.
Comput. Hum. Behav., 2012

Plan recognition in exploratory domains.
Artif. Intell., 2012

A cultural sensitive agent for human-computer negotiation.
Proceedings of the International Conference on Autonomous Agents and Multiagent Systems, 2012

Strategic Advice Provision in Repeated Human-Agent Interactions (Abstract).
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

Strategic Advice Provision in Repeated Human-Agent Interactions.
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

2011
An Adaptive Agent for Negotiating with People in Different Cultures.
ACM Trans. Intell. Syst. Technol., 2011

Plan Recognition in Virtual Laboratories.
Proceedings of the IJCAI 2011, 2011

Metastrategies in the Colored Trails game.
Proceedings of the 10th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2011), 2011

2010
Agent decision-making in open mixed networks.
Artif. Intell., 2010

Facilitating the Evaluation of Automated Negotiators using Peer Designed Agents.
Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

2009
Recognition of Users' Activities Using Constraint Satisfaction.
Proceedings of the User Modeling, 2009

Modeling User Perception of Interaction Opportunities for Effective Teamwork.
Proceedings of the 12th IEEE International Conference on Computational Science and Engineering, 2009

Using Hierarchical Bayesian Models to Learn about Reputation.
Proceedings of the 12th IEEE International Conference on Computational Science and Engineering, 2009

A Model of Tacit Knowledge and Action.
Proceedings of the 12th IEEE International Conference on Computational Science and Engineering, 2009

Incorporating helpful behavior into collaborative planning.
Proceedings of the 8th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2009), 2009

Learning whom to trust: using graphical models for learning about information providers.
Proceedings of the 8th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2009), 2009

2008
Networks of Influence Diagrams: A Formalism for Representing Agents' Beliefs and Decision-Making Processes.
J. Artif. Intell. Res., 2008

Towards Collaborative Intelligent Tutors: Automated Recognition of Users' Strategies.
Proceedings of the Intelligent Tutoring Systems, 9th International Conference, 2008

Colored trails: a multiagent system testbed for decision-making research.
Proceedings of the 7th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2008), 2008

How Tacit Knowledge Guides Action.
Proceedings of the Naturally-Inspired Artificial Intelligence, 2008

2007
The Influence of Task Contexts on the Decision-Making of Humans and Computers.
Proceedings of the Modeling and Using Context, 2007

On the Reasoning Patterns of Agents in Games.
Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007

Modeling Reciprocal Behavior in Human Bilateral Negotiation.
Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007

2006
Predicting people's bidding behavior in negotiation.
Proceedings of the 5th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2006), 2006

2005
Adapting to agents' personalities in negotiation.
Proceedings of the 4th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2005), 2005

2004
Unifying Annotated Discourse Hierarchies to Create a Gold Standard.
Proceedings of the SIGDIAL 2004 Workshop, The 5th Annual Meeting of the Special Interest Group on Discourse and Dialogue, April 30, 2004

Reasoning about Rationality and Beliefs.
Proceedings of the 3rd International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2004), 2004

Learning Social Preferences in Games.
Proceedings of the Nineteenth National Conference on Artificial Intelligence, 2004

2003
Temporal Reasoning for a Collaborative Planning Agent in a Dynamic Environment.
Ann. Math. Artif. Intell., 2003


A language for modeling agents' decision making processes in games.
Proceedings of the Second International Joint Conference on Autonomous Agents & Multiagent Systems, 2003

2002
An HMM Approach to Vowel Restoration in Arabic and Hebrew.
Proceedings of the Workshop on Computational Approaches to Semitic Languages, 2002


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